Question: Question 2 Suppose you are analyzing a dataset that includes responses from a survey measuring various aspects of job satisfaction for a group of employees.

Question 2

Suppose you are analyzing a dataset that includes responses from a survey measuring various aspects of job satisfaction for a group of employees.

a) Briefly describe why you will do exploratory factor analysis (EFA) and not a confirmatory factor analysis (CFA) in this context

(2 marks, 20 words)

b) Using the dataset provided, you are asked to conduct an exploratory factor analysis. Describe the steps that you will follow to do the analysis

(3 marks, 30 words)

c) In which situation you will diagnose individual level MSA values? Which part of output will you refer for that purpose?

d) If you plan to extract at least 80% information (variance), how will you do that in SPSS?

(2 marks, 20 words)

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